Triple
T9854350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Full Metal Jacket |
E239546
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Ngoc Le
Ngoc Le is an actor known for appearing in Stanley Kubrick’s Vietnam War film "Full Metal Jacket."
|
E825107
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ngoc Le | Statement: [Full Metal Jacket, castMember, Ngoc Le]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngoc Le Context triple: [Full Metal Jacket, castMember, Ngoc Le]
-
A.
Ngoc Lan Tran
Ngoc Lan Tran is a key character in the satirical sci-fi film "Downsizing," portrayed as a Vietnamese activist who becomes central to the protagonist’s emotional and moral journey.
-
B.
Hiep Thi Le
Hiep Thi Le was a Vietnamese-American actress best known for her breakout leading role in Oliver Stone’s 1993 film "Heaven & Earth."
-
C.
Oanh Nguyen
Oanh Nguyen is an actor known for appearing in the film "Two Brothers."
-
D.
Diane Nguyen
Diane Nguyen is a thoughtful, socially conscious Vietnamese-American writer and one of the main characters in the animated series "BoJack Horseman."
-
E.
Trinh Tran
Trinh Tran is a Marvel Studios producer known for overseeing major Marvel Cinematic Universe projects, including the Disney+ series "Hawkeye."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ngoc Le Triple: [Full Metal Jacket, castMember, Ngoc Le]
Generated description
Ngoc Le is an actor known for appearing in Stanley Kubrick’s Vietnam War film "Full Metal Jacket."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngoc Le Target entity description: Ngoc Le is an actor known for appearing in Stanley Kubrick’s Vietnam War film "Full Metal Jacket."
-
A.
Ngoc Lan Tran
Ngoc Lan Tran is a key character in the satirical sci-fi film "Downsizing," portrayed as a Vietnamese activist who becomes central to the protagonist’s emotional and moral journey.
-
B.
Hiep Thi Le
Hiep Thi Le was a Vietnamese-American actress best known for her breakout leading role in Oliver Stone’s 1993 film "Heaven & Earth."
-
C.
Oanh Nguyen
Oanh Nguyen is an actor known for appearing in the film "Two Brothers."
-
D.
Diane Nguyen
Diane Nguyen is a thoughtful, socially conscious Vietnamese-American writer and one of the main characters in the animated series "BoJack Horseman."
-
E.
Trinh Tran
Trinh Tran is a Marvel Studios producer known for overseeing major Marvel Cinematic Universe projects, including the Disney+ series "Hawkeye."
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca84e4fdc08190a624425bcef98665 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3960fb481909c90d6d6cafc6222 |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5f21a04819099f23ede55ec3417 |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d7a6a87c81908dcd79c776bb19a1 |
completed | April 5, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d82007088190ac372c67a6760e65 |
completed | April 5, 2026, 3:33 a.m. |
Created at: March 30, 2026, 8:34 p.m.